Embed Size (px)
Citation preview
Spring 2017 Info Session
January, 26th 2017, Berger Auditorium
What is Data Science?
http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram
Extract insights from data using…
• Statistics• Machine Learning• Data Mining• Predictive Analytics• Data Visualization• Probability Models• …and more
https://en.wikipedia.org/wiki/Data_science
Why Be a Data Scientist?
https://www.indeed.com/jobtrends/q-%22Data-Scientist%22.html
Why Be a Data Scientist?
https://www.glassdoor.com/Salaries/data-scientist-salary-SRCH_KO0,14.htm
What PDSG Does
Community Events Calendar
Resources Page
Workshops
Career Talks
Student Talks
Projects
Community Events Calendar
• DataPhilly Meetups (meetup.com/DataPhilly)• Hackathons• Data-related Academic Seminars• Career Fairs• Company Info Sessions• Networking Events• Workshops• PDSG Events
Types of events we list:
Community Events Calendar
penndsg.com/events penndsg.com/join
Add to yourcalendar
Get the weeklynewsletter
Other events? Send info to:[email protected]
What PDSG Does
penndsg.com/resources
Community Events Calendar
Resources Page
Workshops
Career Talks
Student Talks
Projects
What PDSG Does
Community Events Calendar
Resources Page
Workshops
Career Talks
Student Talks
Projects
Workshops
Hands-on practice with data science tools and techniques
Workshop currently in planning:
Predicting Titanic passenger outcomesusing Jupyter/iPython Notebook
Want to lead a workshop? Let us know: [email protected]
What PDSG Does
Community Events Calendar
Resources Page
Workshops
Career Talks
Student Talks
Projects
We want to hear from…• Data Scientists• Data Engineers• Data Analystsetc.
Send referrals to:[email protected]
What PDSG Does
Community Events Calendar
Resources Page
Workshops
Career Talks
Student Talks
Projects
We want to hear about your data-related…• Research• Internship Experience• Side Project
To volunteer, [email protected]
What PDSG Does
Community Events Calendar
Resources Page
Workshops
Career Talks
Student Talks
Projects
Projects
• Build your data science portfolio• Find like-minded people to work with you• Build something you can be proud of• Get help from other PDSG members by
posting questions on Piazza
No really, why?
Why do a project through PDSG?
Project Prizes
1. Get a group of 2-4 people2. Pick a data problem to explore3. Tell us your team and project idea4. Write a blog post style report on your project5. Present your results in front of a panel of judges6. Have one of the best projects7. Collect gift cards (1 per team member, excluding
board members)
If you want prizes like $50 Amazon gift cards,here’s what to do:
Raffle Prizes
• Project report put up on the website• Student talk you give• Data professional referral who ends up giving a
career talk
At the end of the semester, we’ll raffle off small prizes, like $5 Amazon or Starbucks gift cards. You get 1 raffle ticket for each:
2 raffle tickets if you lead a workshop!
Kaggle Competitions
• Clean datasets
• Immediate model evaluation
• Scripts shared by other competitors
If you don’t know what kind of project to do, do a Kaggle competition
Recommended Kaggle Competitions
• Titanic: Machine Learning from Disaster• kaggle.com/c/titanic• Predict Titanic passenger outcome
• Digit Recognizer• kaggle.com/c/digit-recognizer• Classify handwritten digits from famous MNIST data
• Shelter Animal Outcomes• kaggle.com/c/shelter-animal-outcomes• Predict Austin Animal Center animal outcomes
• TalkingData Mobile User Demographics• kaggle.com/c/talkingdata-mobile-user-demographics• Predict demographics characteristics from mobile phone data
• Predicting Facebook Check-ins• kaggle.com/c/facebook-v-predicting-check-ins• Predict where people like to check in on Facebook based on
fictitious data similar to data Facebook employees use
